Abstract
A discontinuous Galerkin method on unstructured grids is adapted and implemented for simulation of wave response of subvertical fractured systems in carbonate rocks for numerical solution of direct problems of seismic exploration. The present paper compares seismic responses for several mechanical-mathematical models of a fractured reservoir. The models of collectors differ in the presence and location of media interfaces relative to the collector and also in a way of its specification, namely, an explicit selection of fractures with the parameters of the medium in the domain of collector coinciding with the host medium, or differing from it. We indicate the ability to take into account inter-fracture interactions with the use of the model of a fractured layer presented in the paper and study wave processes formed as the result of interaction of seismic pulses with fractured reservoirs.
The starting point for the theoretical study of anisotropic fractured media in seismic exploration and geophysics can be attributed to 50–60th years of the last century [2, 5, 7, 27, 30]. The interest of seismologists to numerical modelling of wave response with the use of systems of continuum mechanics equations became apparent in recent decades. On the one hand, this interest relates to a substantial proportion of fractured reservoirs in mineral deposits and, on the other hand, to the development of computer technologies and numerical methods to the level allowing one to consider specific features of rocks in mathematical models. Undoubtedly, one of important tasks of seismic exploration is to detect fractured areas whose response was studied by numerical methods [13, 18, 26, 29, 31, 33], in laboratory tests of [1, 8], and in a number of practical works [3, 11, 12, 28]. Those papers justify the model of fractured reservoirs in carbonate rocks used in this paper (we are talking about systems of subvertical cracks having the length of about 100 meters). An analysis of behaviour of response from such fractured reservoirs and a comparison with theoretical calculations were performed in [20]. However, solving this problem, a series of difficulties appear, one of which is the lack of a universal method for description of such media, namely, the relationship of physical parameters of the medium with experimental results obtained by geologists. In its turn, this leads to insufficient information about the wave structure of responses, in particular, about exchange waves [4].
1 Setting of numerical experiments
In numerical experiments we considered three variants of a computational domain geometry. Figure 1 presents the description of the indicated domains. In these cases we considered a rectangular domain with the width of 7000 m and the depth of 3000 m. The dimensions of the collector were 2000 m by 100 m. The depth of the collector was 1500 m in all the cases (see Fig. 1).

Geometrical parameters of the model.
The domain of the collector was specified in two different ways: the sequence of parallel macro-cracks with the media parameters in the domain of collector being
the same as the parameters of the host medium;
different from the parameters of the host medium.
For the sake of brevity, below we call them the first and the second models.
In order to simplify the interpretation of seismic responses in the proposed models, we also consider the response from the model of a homogeneous isotropic bounded stratum.
We used a linear elastic model of the medium with the following parameters: the velocity of longitudinal waves for the host medium was cp = 3200 m/s, the velocity of transverse waves was cs = 1780 m/s, the density of the medium was ρ = 2450 kg/m3. If the interface of the media exists (see Figs. 1b and 1c), the characteristics of the lower layer, i.e., the velocities and density, are greater by 25% and 4%, respectively. In the case of a homogeneous isotropic layer its parameters were cp = 2400 m/s, cs = 1330 m/s, ρ = 2450 kg/m3. The second model had the following parameters in the fractured domain of collector: cp = 2880 m/s, cs = 1600 m/s, ρ = 2450 kg/m3.
We consider each of the presented variants of representation of the fractured domain in more detail. One method of specification of the collector is an explicit description of cracks in the rock [4, 14, 21, 22]. In our numerical experiments with the discrete model we consider the case of parallel cracks. Similar studies of the wave response from a system of randomly distributed and intersecting cracks were presented in [23, 24]. Presumably, the second model is more correct.
We simulate cracks and fractures in collectors by the model of an infinitely thin fluid-saturated crack [14]. In this model we have no need in significant refinement of calculation grids and hence we can avoid the related computational expenses. The geometrical parameters of the discrete and combined models of the collector are presented in Fig. 2.

Position of cracks in the cluster.
Constructing calculation grids, we used the Triangle and Metis libraries [9, 25]. The grid mesh size (see Fig. 3) was specified non-uniformly to increase the accuracy of calculations in the domain of crack cluster and to reduce computational cost.

Example of construction of computation unstructured grid.
The initial condition was specified by a plane wave with the amplitude in the form of Berlage pulse [21] and the length 200 m.
These settings of numerical experiment used geometric parameters corresponding to calculations performed with the use of the grid-characteristic method of [22] considering a wave response from a system of subvertical macro-cracks. A detailed study of the response from a single subvertical macro-crack was presented in [14].
2 Glide contact condition for discontinuous Galerkin method
The discontinuous Galerkin method for unstructured grids [10] forms the base of the software computational complex used in this work [16, 19]. The method has a series of positive features [6, 17] and the authors consider the ability to implement a high order approximation in spatial coordinates and in time as the basic feature among those ones, this ability is much-needed due to the wave nature of the solved problem.
In this paper we use Lagrange polynomials of 4th degree as a system of basis polynomials. The integration in time was performed by the Dormand–Prince integrator with adaptive step in time. Software implementation was optimized for calculations on high-performance multiprocessor computer systems.
Let us obtain determining relations for the glide contact condition forming the base of the model of an infinitely-thin fluid-saturated crack. In discontinuous Galerkin method, relations for any contact conditions (full sticking, i.e., at an interface between two elastic media the velocity and the traction are continuous, sliding, Coulomb’s law of friction) are reduced at the end to solution of a one-dimensional Riemann problem [15] subject to some additional relations. In particular, in the case of sliding they are the continuity of the normal velocity component and the absence of shear stresses on the interface. Paper [32] presents a detailed description what is the origin of the necessity to solve Riemann’s problem in the solution of a linear system of elasticity equations with the use of discontinuous Galerkin’s method and how one can approximately reduce it to a one-dimensional problem. This paper presents the solution for the case of full sticking only. Omitting details, we give a brief description of the numerical method and obtain an expression for the numerical flux for the glide condition in the two-dimensional case, which the authors did not meet previously.
The two-dimensional system of elasticity equations for the case of isotropic space has the following matrix form [15] in stress and velocity variables:
where u is the vector of 5 unknown variables u = (σxx , σyy, σxy, νx, νy)T. Here and below we assume summation over all repeating indices. The eigenvalues of the matrices Apq and Bpq are
The integration domain is divided into triangles T(m) and enumerated. We assume that the matrices Apq and Bpq are constant inside of T(m). The solution in the triangle T(m) is approximated by a linear combination of (N + 1)(N + 2)/2 polynomial functions Φk(x, y) of degree not exceeding N, not dependent on time, and forming a basis with the support T(m) and with time-dependent coefficients
Multiplying (2.1) by the basis function Φk and integrating over the triangle T(m), we get
Further, applying the formula of integration by parts, we obtain
The second summand appears due to the discontinuity of the solution uh and the matrices Apq, Bpq on the boundary of the triangle T(m) in the general case. Here

Element of calculation grid.
Let
where

Solution to one-dimensional Riemann’s problem.
Applying the Rankine–Hugoniot jump condition to each characteristic and taking into account the continuity of the normal velocity component and the absence of shear stresses on the contact, we get the following system of equations:
where αi are the unknown coefficients, ri are the columns of the matrix Rpq composed from the eigenvectors of the matrices
Solving system of equations (2.7), we obtain the following expression for ub:
In the case of full sticking when the condition of continuity of all components of velocity and stress tensor holds true on the contact, the coefficient α1 coincides with those for the case of sliding, i.e., the longitudinal waves spread in the same way in these cases. In the case of full sticking the coefficient α2 has the form
It is seen that α2 for sliding (see formula (2.9)) is obtained from formula (2.10) by setting the longitudinal velocity and the shear stress equal to zero in the adjacent cell, i.e.,
Combining expressions (2.4), (2.5), (2.6), (2.9), (2.10), we complete the construction of the numerical scheme, a more detailed derivation was presented in [10, 16, 32].
3 Results of numerical experiments
The results are presented as a series of wave patterns for fixed time moments and seismograms. This paper contains the results of only three of nine calculations (three variants of the calculation domain geometry by (model of homogeneous isotropic layer + two models of fractured collector)). Figure 6a shows calculated seismograms of the horizontal (left) and vertical (right) velocity components for the scheme without media interface (see Fig. 1a). For the sake of brevity, below we call them νx- and νy-seismograms, respectively.

Calculation seismograms for the scheme without media interface.
Figure 7 presents the calculated νx-(left) and νy-seismograms (right) for schemes with the media interface below the cluster (see Figs. 1b and 1c).

Calculation seismograms for specification of the cluster according to the second model.
Figure 8 presents the wave pattern for a fixed time moment in the case of a scheme without media interface (see Fig. 1a) corresponding to seismogram 6a.

Example of wave patterns for the scheme without media interface in the model of a homogeneous isotropic medium.
Figure 9 presents the wave pattern corresponding to seismogram 7 for the scheme with the media interface below the cluster specified by the second method.

Example of wave patterns for the scheme with the cluster specified by the second method with the media interface below the cluster.
All calculations described in the paper were performed on the cluster of the Information Computing Center of the Novosibirsk State University.
4 Analysis of calculated wave patterns and seismograms
Let us consider the seismogram presented in Fig. 6a in more detail. The νy-seismogram clearly shows longitudinal p-waves reflected from the upper (II) and lower (III) boundaries of the cluster. Sequences of double waves reflected from the day surface (VII) are positioned after them. Within the model considered here, we can calculate the thickness of the cluster based on the values of the velocities of elastic waves in the medium and the time interval between fixation of waves obtained from the seismogram and this thickness coincides with the original one with a high accuracy.
The νx-seismogram clearly shows two symmetric (due to the symmetry of geometric parameters of the problem) wave fronts of hyperbolic form (I and VI) related to longitudinal and exchange waves diffracted from the borders of the cluster, respectively. A similar effect can be seen in the νy-seismogram, however, in comparison with components II and III, its contribution is not great. In the seismogram presented in Figure 6b these effects (I, VI) are seen less, in this case the media interface between the cluster and the host medium is absent and hence the reflection occurs at border subvertical macro-cracks. The diffracted exchange wave coming from the borders of the cluster is also clearly seen in Fig. 7. It is worth noting not only a quantitative, but also a qualitative difference of the indicated fronts. Comparing (I, VI) in Figs. 6a and 6b, we can see redistribution of phase characteristics of signals. In both cases presented in Figs. 6a and 6b) the distance between the fronts of I provides an information on the position and horizontal size of the cluster.
Sequences of horizontal plane wave fronts (IV) formed as the result of multiple reflections between cracks of the cluster (exchange waves) and giving us an information on the fractured structure of the host medium are marked on the νx-seismogram shown in Fig. 6b. In practice, it is difficult to detect exchange waves due to dissipation existing in the medium. The dependence of parameters of the periodic structure of exchange waves on the length of the incident wave and geometrical characteristics of the fractured domain is a subject of separate study.
The νy-seismogram presented in Fig. 7 indicates a retardation of the wave reflected from the media interface (VIII) in the central domain (at the position of the cluster). This is explained by differences in the characteristics of the media filling the cluster and the environment.
All the conclusions presented in this section of the paper are confirmed by the corresponding pictures of wave fields (see Figs. 8 and 9), which, in comparison with seismograms, provide not only additional information, but also give a more clear picture of the situation. The authors intentionally do not rely on wave patterns in their arguments because in real life there is no possibility to get them in geological-prospecting work.
5 Results
The discontinuous Galerkin method on unstructured computation grids is adapted and implemented for simulation of the response from subvertical macro-cracks in carbonate rocks.
Formulas for numerical flux are obtained in the case of a glide contact condition for solving the contact break problem in the fluid-saturated crack model.
Wave patterns are obtained using this method at fixed time moments as well as seismograms from the system of subvertical macro-cracks.
Border waves caused by interaction of an incident seismic pulse with the borders of the fractured layer are obtained.
The feasibility of detailed study of wave processes initiated by an incident seismic pulse acting on the system of subvertical macro-cracks is shown as well as for solution of direct seismic exploration problems with the use of the discontinuous Galerkin method.
The models proposed here are compared and the feasibility to take into account the inter-crack wave interactions in the simulation of a fractured layer is shown.
It is worth to point out that the comparison of calculated seismograms with field ones can help in drawing conclusions concerning geometrical and mechanical properties of fractured collectors.
Funding statement: Funding: The work was supported by the Russian Science Foundation, project 14–11–00434.
Acknowledgment
The authors express their gratitude to N. Ya. Marmalevskii for valuable advice and remarks made when reviewing the paper.
References
[1] A. A. Anisimov, E. N. Frolova, and N. A. Karaev, Model studies of longitudinal wave diffraction of a crack Meth. Explor. Geophys. (1986), 83–92.Search in Google Scholar
[2] G. E. Backus, Long-wave elastic anisotropy produced by horizontal layering. J. Geophys. Res.67 (1962), 4427–4440.10.1029/JZ067i011p04427Search in Google Scholar
[3] E. V. Dorofeeva, Tectonic Fracture of Rocks and Conditions for Formation of Fractured Collectors of Oil and Gas. Nedra, Moscow, 1986 (in Russian).Search in Google Scholar
[4] V. I. Golubev, V. B. Leviant, I. B. Petrov, and M. V. Muratov, 3D modelling of seismic responses from large vertical fractures. Tekhnol. Seismorazvedki (2012), 5–21 (in Russian).Search in Google Scholar
[5] I. I. Gurvich, Seismic Exploration. Gos. Nauch. Tekh. Izd. Neft. Gornotopl. Liter. (State Sci. Tech. Publ. of Oil and Mine Fuel Literature), 1960 (in Russian).Search in Google Scholar
[6] J. S. Hesthaven and T. Warburton, Nodal Discontinuous Galerkin Methods: Algorithms, Analysis, and Applications, Texts in Appl. Math., Springer, New York, 2008.10.1007/978-0-387-72067-8Search in Google Scholar
[7] J. A. Hudson, T. Pointer, and Liu E., Effective-medium theories for fluid-saturated materials with aligned cracks. Geophys. Prosp.49 (2001), 509–522.10.1046/j.1365-2478.2001.00272.xSearch in Google Scholar
[8] G. N. Karaev, N. A. Karasev, E. A. Kozlov, et. al., Physical modelling of porous-fractured objects. Tekhnol. Seismorazvedki (2008), No. 3, 81–88 (in Russian).Search in Google Scholar
[9] G. Karypis, METIS, Serial Graph Partitioning, URL: http://www.cs.umn.edu/ karypis/metis, 1998.Search in Google Scholar
[10] M. Käser and M. Dumbser, An arbitrary high-order discontinuous Galerkin method for elastic waves on unstructured meshes – I. The two-dimensional isotropic case with external source terms. Geophys. J. Int.166 (2006), 855–877.10.1111/j.1365-246X.2006.03051.xSearch in Google Scholar
[11] E. A. Kozlov, Media Models in Exploration Seismology. GERS, Tver’, 2006 (in Russian).Search in Google Scholar
[12] E. A. Kozlov, I. N. Kerusov, L. E. Kashcheev, V. V. Kolesov, N. A. Marmalevskii, V. B. Leviant, and I. Yu. Khromova, Methodical Recommendations for Using Seismic Data to Estimate Reserves of Hydrocarbons in Carbonate Rocks with Porosity of Crack-Cavernous Type, Moscow, 2010 (in Russian).Search in Google Scholar
[13] I. E. Kvasov, V. B. Leviant, and I. B. Petrov, Numerical simulation of wave response from subvertical macro-cracks of possible fluid-filled channels. Tekhnol. Seismorazvedki (2011), 41–61.Search in Google Scholar
[14] I. E. Kvasov and I. B. Petrov, Numerical study of the anisotropy of wave responses from a fractured reservoir using the grid-characteristic method. Math. Models Comp. Simul.4 (2012), No. 3, 336–343.10.1134/S2070048212030064Search in Google Scholar
[15] R. J. LeVeque, Finite Volume Methods for Hyperbolic Problems. Cambridge Texts in Applied Mathematics, Cambridge Univ. Press, 2002.10.1017/CBO9780511791253Search in Google Scholar
[16] V. A. Miryaha, A. V. Sannikov, and I. B. Petrov, Discontinuous Galerkin method for numerical simulation of dynamic processes in solids. Matem. Model.27 (2015), 96–108.10.1134/S2070048215050087Search in Google Scholar
[17] O. A. Neklyudova, M. E. Ladonkina, and V. F. Tishkin, Application of the RKDG method for gas dynamics problems. Matem. Model.26 (2014), 17–32 (in Russian).Search in Google Scholar
[18] Numerical simulation of 3D elastic wave scattering off a layer containing parallel periodic fractures, 72nd Ann. Int. Mtg: SEG. Expanded Abstracts, 2002.Search in Google Scholar
[19] I. B. Petrov, A. V. Favorskaya, N. I. Khokhlov, V. A. Miryakha, A. V. Sannikov, and V. I. Golubev, Monitoring the state of the moving train by use of high performance systems and modern computation methods. Math. Models Comp. Simul.7 (2015), 51–61.10.1134/S2070048215010081Search in Google Scholar
[20] I. B. Petrov, G. N. Karaev, M. V. Muratov, N. A. Karaev, and V. B. Leviant, The use of mathematical and physical modeling to estimate the feasibility of application of exchange scattered waves for direct detection and characterization of fractured systems. Seismic Technol.12 (2015), No. 1, 22–36.Search in Google Scholar
[21] I. B. Petrov, V. B. Leviant, and M. V. Muratov, Numerical simulation of wave responses from subvertical macrofracture system. Seismic Technol.9 (2012), 5–21.Search in Google Scholar
[22] I. B. Petrov and M. V. Muratov, Simulation of wave responses from subvertical macrofracture systems using gridcharacteristic method. Matem. Model.25 (2013), 89–104 (in Russian).Search in Google Scholar
[23] E. H. Saenger, O. S. Krüger, and S. A. Shapiro, Effective elastic properties of randomly fractured soils: 3D numerical experiments. Geophys. Prospecting52 (2004), 183–195.10.1111/j.1365-2478.2004.00407.xSearch in Google Scholar
[24] E. H. Saenger and S. A. Shapiro, Effective velocities in fractured media: A numerical study using the rotated staggered finite-difference grid. Geophys. Prospecting50 (2002), 183–194.10.1046/j.1365-2478.2002.00309.xSearch in Google Scholar
[25] J. R. Shewchuk, A Two-Dimensional Quality Mesh Generator and Delaunay Triangulator, URL: https://www.cs.cmu.edu/ quake/triangle.html.Search in Google Scholar
[26] M. Schoenberg and C. J. Hsu, Elastic waves through a simulated fractured medium. Geophysics58 (1993), 964–977.10.1190/1.1443487Search in Google Scholar
[27] M. Schoenberg and C. M. Sayers, Seismic anisotropy of fractured rock. Geophysics60 (1995), 204–211.10.3997/2214-4609-pdb.324.1511Search in Google Scholar
[28] V. V. Shilikov, V. A. Pozdnyakov, and D. V. Safonov, Forecast of fracture zone distribution according to 3D seismic exploration within the Yurubcheno-Tokhomskoye zone. Tekhnol. Seismorazvedki (2009), 85–90 (in Russian).Search in Google Scholar
[29] L. E. Starikov, M. A. Zverev, A. N. Kremlev, G. N. Erokhin, Forecast of collectors of crack-cavernous type based on dispersed seismic waves. Tekhnol. Seismorazvedki (2008), No. 3 (in Russian).Search in Google Scholar
[30] L. Thomsen, Elastic anisotropy due to aligned cracks in porous rock. Geophysical Prospecting43 (1995), 805–829.10.3997/2214-4609.201410817Search in Google Scholar
[31] E. Vlastos, I. G. Main, and X. Y. Li, Numerical simulation of wave propagation in media with discrete distribution of fractures: effects of fracture size and spatial distributions. Geophys. J. Int.152 (2003), 649–668.10.1046/j.1365-246X.2003.01876.xSearch in Google Scholar
[32] L. C. Wilcox, G. Stadler, C. Burstedde, and O. Ghattas, A high-order discontinuous Galerkin method for wave propagation through coupled elastic-acoustic media. J. Comp. Phys.229 (2010), 9373–9396.10.1016/j.jcp.2010.09.008Search in Google Scholar
[33] M. E. Willis, D. Burns, R. Rao, B. Minsley, M. N. Taksoz, and L. Vetri, Spatial orientation and distribution of reservoir fractures from scattering energy. Geophysics71 (2006), 043–051.10.1190/1.2235977Search in Google Scholar
© 2016 Walter de Gruyter GmbH, Berlin/Boston
Articles in the same Issue
- Frontmatter
- Article
- Semidiscrete approximations for the stationary radiative–conductive heat transfer problem in a two-dimensional system of plates
- Article
- Parallel implementation of the cascade mass-conserving semi-Lagrangian transport scheme
- Article
- Preconditioners for hierarchical matrices based on their extended sparse form
- Article
- Discontinuous Galerkin method for wave propagation in elastic media with inhomogeneous inclusions
- Article
- Remarks on discrete and semi-discrete transparent boundary conditions for solving the time-dependent Schrödinger equation on the half-axis
- Corrigendum
- Corrigendum
Articles in the same Issue
- Frontmatter
- Article
- Semidiscrete approximations for the stationary radiative–conductive heat transfer problem in a two-dimensional system of plates
- Article
- Parallel implementation of the cascade mass-conserving semi-Lagrangian transport scheme
- Article
- Preconditioners for hierarchical matrices based on their extended sparse form
- Article
- Discontinuous Galerkin method for wave propagation in elastic media with inhomogeneous inclusions
- Article
- Remarks on discrete and semi-discrete transparent boundary conditions for solving the time-dependent Schrödinger equation on the half-axis
- Corrigendum
- Corrigendum